video1.0<iframe src="https://www.loom.com/embed/bb7bc8200f54451ab04f287c05a54845" frameborder="0" width="1920" height="1440" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>14401920Loomhttps://www.loom.com14401920https://cdn.loom.com/sessions/thumbnails/bb7bc8200f54451ab04f287c05a54845-4b53b3a95808aac6.gif98.343This Loom demonstrates how the system routes and verifies browser-based tasks using screenshots and knowledge carried over from previous work. The speaker describes capturing and comparing screenshots, checking whether a company or deficient part is needed, and handling failures based on prior tasks. It also covers an agent harness that self-reports, improves sub-agent performance over time, and includes version history showing which skills were updated and diffs of screen improvements. Finally, the Loom includes a live demo where a browser is spun up and annotated as the page changes.